An image augmentation approach using two-stage generative adversarial network for nuclei image segmentation.
Siddharth PandeyPranshu Ranjan SinghJing TianPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- image segmentation
- segmentation method
- input image
- multiscale
- image features
- segmentation algorithm
- unsupervised image segmentation
- greyscale images
- image segmentation algorithm
- image data
- single image
- image classification
- image analysis
- image content
- region segmentation
- perceptual grouping
- level set method
- segmented images
- feature points
- berkeley segmentation dataset
- edge detection
- high resolution
- contour detection
- image representation
- watershed transformation
- microscopic images
- wireless sensor networks
- microscopy images
- image decomposition
- pixel values
- region growing
- image retrieval
- computer vision
- image processing
- boundary information
- fuzzy connectedness
- sea surface
- watershed segmentation
- image segmentation algorithms
- medical imaging
- deformable models
- image regions
- energy function
- active contours
- similarity measure